{ "ticker": { "uuid": "15c5aaad-275b-46d0-b1d7-8d8cae63da86", "symbol": "PENG", "name": "Penguin Solutions, Inc.", "exchange": "NASDAQ", "country": "US", "assetType": "equity" }, "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.", "analysis": { "eligible": true, "as_of": "2026-08-07", "benchmark": "QQQ", "stage": 2, "stage_name": "Advancing", "phase": "2c", "phase_label": "Stage 2C \u00b7 Late advance", "transition": "stage_2_healthy", "transition_label": "Stage 2 trend intact", "confidence": 96.0, "architecture_regime": "deceleration", "architecture_regime_label": "Deceleration", "architecture_modifier": "Recompressing", "architecture_gate": "up", "architecture_direction": 34.865, "architecture_energy": 21.425, "architecture_maturity": 78.011, "architecture_confidence": 95.29, "architecture_tenure": "New", "architecture": { "interpretation": { "headline": "The upward structure remains, but its energy is decelerating.", "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down." }, "scores": { "balance": 41.51, "rotation_up": 23.64, "upward_expansion": 55.71, "deceleration": 91.13, "rotation_down": 28.93, "downward_expansion": 19.38 }, "activity_lines": [ 57.556763, 60.492956, 56.225771, 48.4211 ], "activity_state": "Moderate", "activity_direction": "Contracting", "rotation_direction": "Weakening", "price_acceptance": 0.166667 }, "latest_close": 58.43, "trend_reference": 38.617865, "distance_from_trend": 0.51303, "trend_direction": "Improving", "fair_value": 23.981577, "distance_from_fair_value": 1.436454, "fair_value_direction": "Improving", "relative_strength": 66.723612, "relative_strength_direction": "Weakening", "price_momentum": 2.111289, "excess_performance": 1.923835, "evidence": [ { "label": "Price vs Trend", "positive": true, "value": 0.51303, "read": "Above" }, { "label": "Trend direction", "positive": true, "value": 0.565018, "read": "Rising" }, { "label": "Price vs current Fair Value", "positive": true, "value": 1.436454, "read": "Premium" }, { "label": "Fair Value direction", "positive": true, "value": 0.343469, "read": "Closing upward" }, { "label": "Relative Strength vs benchmark", "positive": true, "value": 0.667236, "read": "Leading" }, { "label": "Relative strength direction", "positive": false, "value": -0.000622, "read": "Weakening" }, { "label": "Price momentum", "positive": true, "value": 2.111289, "read": "Positive" }, { "label": "Volume balance", "positive": true, "value": 1.564254, "read": "Demand-led" } ], "volume": { "latest": 8406531, "relative_activity": 0.552395, "balance": 1.564254, "dry_up": 1.121844, "accumulation_observations": 3, "distribution_observations": 4 }, "risk": { "range_context": 0.257502, "annualized_volatility": 0.882018, "from_high_reference": -0.349446, "from_low_reference": 2.642768 }, "levels": { "trend_reference": 38.617865, "fair_value_reference": 23.981577, "structural_low": 16.04, "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis." }, "outcomes": [ { "horizon": "Near term", "sample_count": 5, "median_return": -0.083984, "positive_rate": 0.4, "directional_follow_through": 0.4, "median_excess_return": -0.158097, "regime_survival": 0.4, "best_return": 0.011188, "worst_return": -0.442553, "sufficient": true }, { "horizon": "Intermediate", "sample_count": 3, "median_return": -0.133706, "positive_rate": 0.0, "directional_follow_through": 0.0, "median_excess_return": -0.117544, "regime_survival": 0.0, "best_return": -0.107143, "worst_return": -0.285714, "sufficient": false }, { "horizon": "Extended", "sample_count": 3, "median_return": -0.115318, "positive_rate": 0.333333, "directional_follow_through": 0.333333, "median_excess_return": -0.171538, "regime_survival": 0.0, "best_return": 0.370089, "worst_return": -0.270019, "sufficient": false }, { "horizon": "Full cycle", "sample_count": 2, 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"red", "start": "2025-04-18", "end": "2025-05-16", "tenure": "Developing", "return": 0.201511, "active": false }, { "regime": "balance", "label": "Balance", "color": "blue", "start": "2025-05-23", "end": "2025-06-27", "tenure": "Developing", "return": 0.166667, "active": false }, { "regime": "rotation_up", "label": "Rotation Up", "color": "teal", "start": "2025-07-04", "end": "2025-07-18", "tenure": "New", "return": 0.17058, "active": false }, { "regime": "upward_expansion", "label": "Upward Expansion", "color": "green", "start": "2025-07-25", "end": "2025-10-17", "tenure": "Established", "return": -0.13593, "active": false }, { "regime": "deceleration", "label": "Deceleration", "color": "amber", "start": "2025-10-24", "end": "2025-11-14", "tenure": "New", "return": -0.15625, "active": false }, { "regime": "rotation_down", "label": "Rotation Down", "color": "orange", "start": "2025-11-21", "end": "2025-12-19", "tenure": "Developing", "return": 0.119522, "active": false }, { "regime": 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44.790988 ] }, { "date": "2026-07-24", "close": 53.85, "volume": 18227707, "typical_volume": 14506938.35, "trend": 36.227865, "fair_value": 23.596897, "relative_strength": 67.371408, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 45.960695, "energy": 36.917871, "activity_lines": [ 62.063546, 62.703354, 54.308828, 46.000072 ] }, { "date": "2026-07-31", "close": 52.63, "volume": 15319959, "typical_volume": 15042555.5, "trend": 37.306198, "fair_value": 23.762153, "relative_strength": 60.379082, "stage": 2, "regime": "deceleration", "modifier": "Recompressing", "gate": "up", "direction": 40.113009, "energy": 28.18765, "activity_lines": [ 58.522843, 61.065609, 55.073609, 47.058274 ] }, { "date": "2026-08-07", "close": 58.43, "volume": 8406531, "typical_volume": 15218320.8, "trend": 38.617865, "fair_value": 23.981577, "relative_strength": 66.723612, "stage": 2, "regime": "deceleration", "modifier": "Recompressing", "gate": "up", "direction": 34.865061, "energy": 21.425216, "activity_lines": [ 57.556763, 60.492956, 56.225771, 48.4211 ] } ], "method": { "price_basis": "completed market observations", "trend": "Trend provides the primary directional reference.", "fair_value": "Fair Value provides long-term price context and is not a forecast or target.", "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.", "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read." } } }